Pandas Profiling Report

Dataset statistics

Number of variables	43
Number of observations	195
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	65.6 KiB
Average record size in memory	344.7 B

Variable types

Categorical	7
Numeric	36

Alerts

`Type` has constant value "Immigrants"	Constant
`OdName` has a high cardinality: 195 distinct values	High cardinality
`AREA` is highly overall correlated with `REG` and 4 other fields	High correlation
`REG` is highly overall correlated with `AREA` and 1 other fields	High correlation
`1980` is highly overall correlated with `1981` and 32 other fields	High correlation
`1981` is highly overall correlated with `1980` and 32 other fields	High correlation
`1982` is highly overall correlated with `1980` and 32 other fields	High correlation
`1983` is highly overall correlated with `1980` and 32 other fields	High correlation
`1984` is highly overall correlated with `1980` and 32 other fields	High correlation
`1985` is highly overall correlated with `1980` and 32 other fields	High correlation
`1986` is highly overall correlated with `1980` and 32 other fields	High correlation
`1987` is highly overall correlated with `1980` and 32 other fields	High correlation
`1988` is highly overall correlated with `1980` and 32 other fields	High correlation
`1989` is highly overall correlated with `1980` and 32 other fields	High correlation
`1990` is highly overall correlated with `1980` and 32 other fields	High correlation
`1991` is highly overall correlated with `1980` and 32 other fields	High correlation
`1992` is highly overall correlated with `1980` and 32 other fields	High correlation
`1993` is highly overall correlated with `1980` and 32 other fields	High correlation
`1994` is highly overall correlated with `1980` and 32 other fields	High correlation
`1995` is highly overall correlated with `1980` and 32 other fields	High correlation
`1996` is highly overall correlated with `1980` and 32 other fields	High correlation
`1997` is highly overall correlated with `1980` and 32 other fields	High correlation
`1998` is highly overall correlated with `1980` and 32 other fields	High correlation
`1999` is highly overall correlated with `1980` and 32 other fields	High correlation
`2000` is highly overall correlated with `1980` and 32 other fields	High correlation
`2001` is highly overall correlated with `1980` and 32 other fields	High correlation
`2002` is highly overall correlated with `1980` and 32 other fields	High correlation
`2003` is highly overall correlated with `1980` and 32 other fields	High correlation
`2004` is highly overall correlated with `1980` and 32 other fields	High correlation
`2005` is highly overall correlated with `1980` and 32 other fields	High correlation
`2006` is highly overall correlated with `1980` and 32 other fields	High correlation
`2007` is highly overall correlated with `1980` and 32 other fields	High correlation
`2008` is highly overall correlated with `1980` and 32 other fields	High correlation
`2009` is highly overall correlated with `1980` and 32 other fields	High correlation
`2010` is highly overall correlated with `1980` and 32 other fields	High correlation
`2011` is highly overall correlated with `1980` and 32 other fields	High correlation
`2012` is highly overall correlated with `1980` and 32 other fields	High correlation
`2013` is highly overall correlated with `1980` and 32 other fields	High correlation
`Coverage` is highly overall correlated with `AreaName` and 1 other fields	High correlation
`AreaName` is highly overall correlated with `AREA` and 4 other fields	High correlation
`RegName` is highly overall correlated with `AREA` and 5 other fields	High correlation
`DEV` is highly overall correlated with `AREA` and 3 other fields	High correlation
`DevName` is highly overall correlated with `AREA` and 3 other fields	High correlation
`Coverage` is highly imbalanced (95.4%)	Imbalance
`OdName` is uniformly distributed	Uniform
`OdName` has unique values	Unique
`1980` has 59 (30.3%) zeros	Zeros
`1981` has 56 (28.7%) zeros	Zeros
`1982` has 52 (26.7%) zeros	Zeros
`1983` has 56 (28.7%) zeros	Zeros
`1984` has 53 (27.2%) zeros	Zeros
`1985` has 55 (28.2%) zeros	Zeros
`1986` has 49 (25.1%) zeros	Zeros
`1987` has 49 (25.1%) zeros	Zeros
`1988` has 45 (23.1%) zeros	Zeros
`1989` has 43 (22.1%) zeros	Zeros
`1990` has 36 (18.5%) zeros	Zeros
`1991` has 36 (18.5%) zeros	Zeros
`1992` has 25 (12.8%) zeros	Zeros
`1993` has 20 (10.3%) zeros	Zeros
`1994` has 21 (10.8%) zeros	Zeros
`1995` has 21 (10.8%) zeros	Zeros
`1996` has 18 (9.2%) zeros	Zeros
`1997` has 19 (9.7%) zeros	Zeros
`1998` has 21 (10.8%) zeros	Zeros
`1999` has 19 (9.7%) zeros	Zeros
`2000` has 14 (7.2%) zeros	Zeros
`2001` has 12 (6.2%) zeros	Zeros
`2002` has 16 (8.2%) zeros	Zeros
`2003` has 11 (5.6%) zeros	Zeros
`2004` has 12 (6.2%) zeros	Zeros
`2005` has 12 (6.2%) zeros	Zeros
`2006` has 14 (7.2%) zeros	Zeros
`2007` has 11 (5.6%) zeros	Zeros
`2008` has 13 (6.7%) zeros	Zeros
`2009` has 11 (5.6%) zeros	Zeros
`2010` has 12 (6.2%) zeros	Zeros
`2011` has 12 (6.2%) zeros	Zeros
`2012` has 11 (5.6%) zeros	Zeros
`2013` has 11 (5.6%) zeros	Zeros

Reproduction

Analysis started	2023-02-03 14:28:58.984878
Analysis finished	2023-02-03 14:30:31.068366
Duration	1 minute and 32.08 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

Type
Categorical

Distinct	1
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Immigrants	195

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1950
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Immigrants
2nd row	Immigrants
3rd row	Immigrants
4th row	Immigrants
5th row	Immigrants

Common Values

Value	Count	Frequency (%)
Immigrants	195	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
immigrants	195	100.0%

Most occurring characters

Value	Count	Frequency (%)
m	390	20.0%
I	195	10.0%
i	195	10.0%
g	195	10.0%
r	195	10.0%
a	195	10.0%
n	195	10.0%
t	195	10.0%
s	195	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1755	90.0%
Uppercase Letter	195	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
m	390	22.2%
i	195	11.1%
g	195	11.1%
r	195	11.1%
a	195	11.1%
n	195	11.1%
t	195	11.1%
s	195	11.1%

Uppercase Letter

Value	Count	Frequency (%)
I	195	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1950	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
m	390	20.0%
I	195	10.0%
i	195	10.0%
g	195	10.0%
r	195	10.0%
a	195	10.0%
n	195	10.0%
t	195	10.0%
s	195	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1950	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
m	390	20.0%
I	195	10.0%
i	195	10.0%
g	195	10.0%
r	195	10.0%
a	195	10.0%
n	195	10.0%
t	195	10.0%
s	195	10.0%

Coverage
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Foreigners	194
Citizens	1

Length

Max length	10
Median length	10
Mean length	9.9897436
Min length	8

Characters and Unicode

Total characters	1948
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.5%

Sample

1st row	Foreigners
2nd row	Foreigners
3rd row	Foreigners
4th row	Foreigners
5th row	Foreigners

Common Values

Value	Count	Frequency (%)
Foreigners	194	99.5%
Citizens	1	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
foreigners	194	99.5%
citizens	1	0.5%

Most occurring characters

Value	Count	Frequency (%)
e	389	20.0%
r	388	19.9%
i	196	10.1%
n	195	10.0%
s	195	10.0%
F	194	10.0%
o	194	10.0%
g	194	10.0%
C	1	0.1%
t	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1753	90.0%
Uppercase Letter	195	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	389	22.2%
r	388	22.1%
i	196	11.2%
n	195	11.1%
s	195	11.1%
o	194	11.1%
g	194	11.1%
t	1	0.1%
z	1	0.1%

Uppercase Letter

Value	Count	Frequency (%)
F	194	99.5%
C	1	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1948	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	389	20.0%
r	388	19.9%
i	196	10.1%
n	195	10.0%
s	195	10.0%
F	194	10.0%
o	194	10.0%
g	194	10.0%
C	1	0.1%
t	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	389	20.0%
r	388	19.9%
i	196	10.1%
n	195	10.0%
s	195	10.0%
F	194	10.0%
o	194	10.0%
g	194	10.0%
C	1	0.1%
t	1	0.1%

OdName
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Afghanistan	1
Saint Lucia	1
New Zealand	1
Nicaragua	1
Niger	1
Other values (190)	190

Length

Max length	52
Median length	41
Mean length	10.358974
Min length	4

Characters and Unicode

Total characters	2020
Distinct characters	58
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	195 ?
Unique (%)	100.0%

Sample

1st row	Afghanistan
2nd row	Albania
3rd row	Algeria
4th row	American Samoa
5th row	Andorra

Common Values

Value	Count	Frequency (%)
Afghanistan	1	0.5%
Saint Lucia	1	0.5%
New Zealand	1	0.5%
Nicaragua	1	0.5%
Niger	1	0.5%
Nigeria	1	0.5%
Norway	1	0.5%
Oman	1	0.5%
Pakistan	1	0.5%
Palau	1	0.5%
Other values (185)	185	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
republic	13	4.4%
of	12	4.1%
and	7	2.4%
united	4	1.4%
guinea	3	1.0%
the	3	1.0%
china	3	1.0%
new	3	1.0%
democratic	3	1.0%
saint	3	1.0%
Other values (230)	240	81.6%

Most occurring characters

Value	Count	Frequency (%)
a	287	14.2%
i	178	8.8%
n	149	7.4%
e	148	7.3%
o	108	5.3%
r	108	5.3%
	99	4.9%
t	77	3.8%
l	77	3.8%
u	74	3.7%
Other values (48)	715	35.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1636	81.0%
Uppercase Letter	273	13.5%
Space Separator	99	4.9%
Other Punctuation	5	0.2%
Open Punctuation	3	0.1%
Close Punctuation	3	0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	287	17.5%
i	178	10.9%
n	149	9.1%
e	148	9.0%
o	108	6.6%
r	108	6.6%
t	77	4.7%
l	77	4.7%
u	74	4.5%
d	56	3.4%
Other values (17)	374	22.9%

Uppercase Letter

Value	Count	Frequency (%)
S	32	11.7%
C	21	7.7%
B	21	7.7%
M	20	7.3%
A	20	7.3%
R	19	7.0%
G	15	5.5%
N	14	5.1%
P	14	5.1%
T	13	4.8%
Other values (15)	84	30.8%

Other Punctuation

Value	Count	Frequency (%)
'	3	60.0%
,	2	40.0%

Space Separator

Value	Count	Frequency (%)
	99	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1909	94.5%
Common	111	5.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	287	15.0%
i	178	9.3%
n	149	7.8%
e	148	7.8%
o	108	5.7%
r	108	5.7%
t	77	4.0%
l	77	4.0%
u	74	3.9%
d	56	2.9%
Other values (42)	647	33.9%

Common

Value	Count	Frequency (%)
	99	89.2%
(	3	2.7%
)	3	2.7%
'	3	2.7%
,	2	1.8%
-	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2019	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	287	14.2%
i	178	8.8%
n	149	7.4%
e	148	7.3%
o	108	5.3%
r	108	5.3%
	99	4.9%
t	77	3.8%
l	77	3.8%
u	74	3.7%
Other values (47)	714	35.4%

None

Value	Count	Frequency (%)
ô	1	100.0%

AREA
Real number (ℝ)

Distinct	6
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	912.7641

Minimum	903
Maximum	935
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	903
5-th percentile	903
Q1	903
median	908
Q3	922
95-th percentile	935
Maximum	935
Range	32
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	13.082835
Coefficient of variation (CV)	0.014333205
Kurtosis	-0.74281132
Mean	912.7641
Median Absolute Deviation (MAD)	5
Skewness	1.0696333
Sum	177989
Variance	171.16056
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
903	54	27.7%
935	49	25.1%
908	43	22.1%
904	33	16.9%
909	14	7.2%
905	2	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
903	54	27.7%
904	33	16.9%
905	2	1.0%
908	43	22.1%
909	14	7.2%
935	49	25.1%

Value	Count	Frequency (%)
935	49	25.1%
909	14	7.2%
908	43	22.1%
905	2	1.0%
904	33	16.9%
903	54	27.7%

AreaName
Categorical

Distinct	6
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Africa	54
Asia	49
Europe	43
Latin America and the Caribbean	33
Oceania	14

Length

Max length	31
Median length	16
Mean length	9.9025641
Min length	4

Characters and Unicode

Total characters	1931
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Asia
2nd row	Europe
3rd row	Africa
4th row	Oceania
5th row	Europe

Common Values

Value	Count	Frequency (%)
Africa	54	27.7%
Asia	49	25.1%
Europe	43	22.1%
Latin America and the Caribbean	33	16.9%
Oceania	14	7.2%
Northern America	2	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
africa	54	16.4%
asia	49	14.9%
europe	43	13.1%
america	35	10.6%
latin	33	10.0%
and	33	10.0%
the	33	10.0%
caribbean	33	10.0%
oceania	14	4.3%
northern	2	0.6%

Most occurring characters

Value	Count	Frequency (%)
a	298	15.4%
i	218	11.3%
r	169	8.8%
e	160	8.3%
A	138	7.1%
	134	6.9%
n	115	6.0%
c	103	5.3%
t	68	3.5%
b	66	3.4%
Other values (13)	462	23.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1534	79.4%
Uppercase Letter	263	13.6%
Space Separator	134	6.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	298	19.4%
i	218	14.2%
r	169	11.0%
e	160	10.4%
n	115	7.5%
c	103	6.7%
t	68	4.4%
b	66	4.3%
f	54	3.5%
s	49	3.2%
Other values (6)	234	15.3%

Uppercase Letter

Value	Count	Frequency (%)
A	138	52.5%
E	43	16.3%
L	33	12.5%
C	33	12.5%
O	14	5.3%
N	2	0.8%

Space Separator

Value	Count	Frequency (%)
	134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1797	93.1%
Common	134	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	298	16.6%
i	218	12.1%
r	169	9.4%
e	160	8.9%
A	138	7.7%
n	115	6.4%
c	103	5.7%
t	68	3.8%
b	66	3.7%
f	54	3.0%
Other values (12)	408	22.7%

Common

Value	Count	Frequency (%)
	134	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1931	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	298	15.4%
i	218	11.3%
r	169	8.8%
e	160	8.3%
A	138	7.1%
	134	6.9%
n	115	6.0%
c	103	5.3%
t	68	3.5%
b	66	3.4%
Other values (13)	462	23.9%

REG
Real number (ℝ)

Distinct	22
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1249.0154

Minimum	905
Maximum	5501
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	905
5-th percentile	910
Q1	914
median	922
Q3	925.5
95-th percentile	5500
Maximum	5501
Range	4596
Interquartile range (IQR)	11.5

Descriptive statistics

Standard deviation	1185.5269
Coefficient of variation (CV)	0.94916916
Kurtosis	9.270917
Mean	1249.0154
Median Absolute Deviation (MAD)	7
Skewness	3.3428856
Sum	243558
Variance	1405474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
922	18	9.2%
910	17	8.7%
914	16	8.2%
925	14	7.2%
915	13	6.7%
931	12	6.2%
924	10	5.1%
920	10	5.1%
923	10	5.1%
5501	9	4.6%
Other values (12)	66	33.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
905	2	1.0%
906	7	3.6%
910	17	8.7%
911	9	4.6%
912	7	3.6%
913	5	2.6%
914	16	8.2%
915	13	6.7%
916	8	4.1%
920	10	5.1%

Value	Count	Frequency (%)
5501	9	4.6%
5500	5	2.6%
957	4	2.1%
954	4	2.1%
931	12	6.2%
928	4	2.1%
927	2	1.0%
926	9	4.6%
925	14	7.2%
924	10	5.1%

RegName
Categorical

Distinct	22
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Western Asia	18
Eastern Africa	17
Western Africa	16
Southern Europe	14
Caribbean	13
Other values (17)	117

Length

Max length	25
Median length	16
Mean length	13.482051
Min length	9

Characters and Unicode

Total characters	2629
Distinct characters	30
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Southern Asia
2nd row	Southern Europe
3rd row	Northern Africa
4th row	Polynesia
5th row	Southern Europe

Common Values

Value	Count	Frequency (%)
Western Asia	18	9.2%
Eastern Africa	17	8.7%
Western Africa	16	8.2%
Southern Europe	14	7.2%
Caribbean	13	6.7%
South America	12	6.2%
Northern Europe	10	5.1%
South-Eastern Asia	10	5.1%
Eastern Europe	10	5.1%
Southern Asia	9	4.6%
Other values (12)	66	33.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
africa	54	14.6%
asia	49	13.3%
western	43	11.7%
europe	43	11.7%
eastern	34	9.2%
southern	28	7.6%
america	22	6.0%
northern	19	5.1%
central	13	3.5%
caribbean	13	3.5%
Other values (10)	51	13.8%

Most occurring characters

Value	Count	Frequency (%)
r	304	11.6%
e	297	11.3%
a	234	8.9%
n	176	6.7%
	174	6.6%
t	171	6.5%
i	165	6.3%
s	150	5.7%
A	127	4.8%
o	120	4.6%
Other values (20)	711	27.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2068	78.7%
Uppercase Letter	377	14.3%
Space Separator	174	6.6%
Dash Punctuation	10	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	304	14.7%
e	297	14.4%
a	234	11.3%
n	176	8.5%
t	171	8.3%
i	165	8.0%
s	150	7.3%
o	120	5.8%
u	95	4.6%
c	80	3.9%
Other values (9)	276	13.3%

Uppercase Letter

Value	Count	Frequency (%)
A	127	33.7%
E	87	23.1%
S	50	13.3%
W	43	11.4%
C	26	6.9%
N	21	5.6%
M	17	4.5%
P	4	1.1%
Z	2	0.5%

Space Separator

Value	Count	Frequency (%)
	174	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2445	93.0%
Common	184	7.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	304	12.4%
e	297	12.1%
a	234	9.6%
n	176	7.2%
t	171	7.0%
i	165	6.7%
s	150	6.1%
A	127	5.2%
o	120	4.9%
u	95	3.9%
Other values (18)	606	24.8%

Common

Value	Count	Frequency (%)
	174	94.6%
-	10	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2629	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	304	11.6%
e	297	11.3%
a	234	8.9%
n	176	6.7%
	174	6.6%
t	171	6.5%
i	165	6.3%
s	150	5.7%
A	127	4.8%
o	120	4.6%
Other values (20)	711	27.0%

DEV
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

902	147
901	48

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	585
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	902
2nd row	901
3rd row	902
4th row	902
5th row	901

Common Values

Value	Count	Frequency (%)
902	147	75.4%
901	48	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
902	147	75.4%
901	48	24.6%

Most occurring characters

Value	Count	Frequency (%)
9	195	33.3%
0	195	33.3%
2	147	25.1%
1	48	8.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	585	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	195	33.3%
0	195	33.3%
2	147	25.1%
1	48	8.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	585	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
9	195	33.3%
0	195	33.3%
2	147	25.1%
1	48	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
9	195	33.3%
0	195	33.3%
2	147	25.1%
1	48	8.2%

DevName
Categorical

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.6 KiB

Developing regions	147
Developed regions	48

Length

Max length	18
Median length	18
Mean length	17.753846
Min length	17

Characters and Unicode

Total characters	3462
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Developing regions
2nd row	Developed regions
3rd row	Developing regions
4th row	Developing regions
5th row	Developed regions

Common Values

Value	Count	Frequency (%)
Developing regions	147	75.4%
Developed regions	48	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regions	195	50.0%
developing	147	37.7%
developed	48	12.3%

Most occurring characters

Value	Count	Frequency (%)
e	633	18.3%
o	390	11.3%
i	342	9.9%
n	342	9.9%
g	342	9.9%
D	195	5.6%
v	195	5.6%
l	195	5.6%
p	195	5.6%
	195	5.6%
Other values (3)	438	12.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3072	88.7%
Uppercase Letter	195	5.6%
Space Separator	195	5.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	633	20.6%
o	390	12.7%
i	342	11.1%
n	342	11.1%
g	342	11.1%
v	195	6.3%
l	195	6.3%
p	195	6.3%
r	195	6.3%
s	195	6.3%

Uppercase Letter

Value	Count	Frequency (%)
D	195	100.0%

Space Separator

Value	Count	Frequency (%)
	195	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3267	94.4%
Common	195	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	633	19.4%
o	390	11.9%
i	342	10.5%
n	342	10.5%
g	342	10.5%
D	195	6.0%
v	195	6.0%
l	195	6.0%
p	195	6.0%
r	195	6.0%
Other values (2)	243	7.4%

Common

Value	Count	Frequency (%)
	195	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3462	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	633	18.3%
o	390	11.3%
i	342	9.9%
n	342	9.9%
g	342	9.9%
D	195	5.6%
v	195	5.6%
l	195	5.6%
p	195	5.6%
	195	5.6%
Other values (3)	438	12.7%

1980
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	103
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	508.39487

Minimum	0
Maximum	22045
Zeros	59
Zeros (%)	30.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13
Q3	251.5
95-th percentile	1756.3
Maximum	22045
Range	22045
Interquartile range (IQR)	251.5

Descriptive statistics

Standard deviation	1949.5885
Coefficient of variation (CV)	3.8347919
Kurtosis	80.846219
Mean	508.39487
Median Absolute Deviation (MAD)	13
Skewness	8.1713825
Sum	99137
Variance	3800895.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	59	30.3%
1	13	6.7%
5	6	3.1%
2	5	2.6%
13	3	1.5%
4	3	1.5%
16	2	1.0%
211	2	1.0%
6	2	1.0%
15	2	1.0%
Other values (93)	98	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	59	30.3%
1	13	6.7%
2	5	2.6%
3	1	0.5%
4	3	1.5%
5	6	3.1%
6	2	1.0%
7	1	0.5%
9	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
22045	1	0.5%
9378	1	0.5%
8880	1	0.5%
6051	1	0.5%
5123	1	0.5%
4473	1	0.5%
3198	1	0.5%
2334	1	0.5%
1889	1	0.5%
1820	1	0.5%

1981
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	103
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	566.98974

Minimum	0
Maximum	24796
Zeros	56
Zeros (%)	28.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	295.5
95-th percentile	2230.1
Maximum	24796
Range	24796
Interquartile range (IQR)	295.5

Descriptive statistics

Standard deviation	2152.6438
Coefficient of variation (CV)	3.7966185
Kurtosis	85.952459
Mean	566.98974
Median Absolute Deviation (MAD)	10
Skewness	8.3901303
Sum	110563
Variance	4633875.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56	28.7%
1	11	5.6%
2	7	3.6%
3	5	2.6%
4	5	2.6%
10	4	2.1%
6	4	2.1%
5	3	1.5%
7	2	1.0%
53	2	1.0%
Other values (93)	96	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	28.7%
1	11	5.6%
2	7	3.6%
3	5	2.6%
4	5	2.6%
5	3	1.5%
6	4	2.1%
7	2	1.0%
8	2	1.0%
10	4	2.1%

Value	Count	Frequency (%)
24796	1	0.5%
10030	1	0.5%
8670	1	0.5%
6682	1	0.5%
5921	1	0.5%
3692	1	0.5%
3486	1	0.5%
2943	1	0.5%
2930	1	0.5%
2634	1	0.5%

1982
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	101
Distinct (%)	51.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	534.72308

Minimum	0
Maximum	20620
Zeros	52
Zeros (%)	26.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11
Q3	275
95-th percentile	2500.7
Maximum	20620
Range	20620
Interquartile range (IQR)	275

Descriptive statistics

Standard deviation	1866.9975
Coefficient of variation (CV)	3.4915222
Kurtosis	72.68108
Mean	534.72308
Median Absolute Deviation (MAD)	11
Skewness	7.6266629
Sum	104271
Variance	3485679.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52	26.7%
1	11	5.6%
2	9	4.6%
3	6	3.1%
7	5	2.6%
6	3	1.5%
8	3	1.5%
9	2	1.0%
113	2	1.0%
17	2	1.0%
Other values (91)	100	51.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	52	26.7%
1	11	5.6%
2	9	4.6%
3	6	3.1%
4	2	1.0%
5	1	0.5%
6	3	1.5%
7	5	2.6%
8	3	1.5%
9	2	1.0%

Value	Count	Frequency (%)
20620	1	0.5%
9074	1	0.5%
8147	1	0.5%
5881	1	0.5%
5249	1	0.5%
3575	1	0.5%
3498	1	0.5%
3308	1	0.5%
3062	1	0.5%
2661	1	0.5%

1983
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	100
Distinct (%)	51.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	387.4359

Minimum	0
Maximum	10015
Zeros	56
Zeros (%)	28.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12
Q3	173
95-th percentile	2399.7
Maximum	10015
Range	10015
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	1204.3336
Coefficient of variation (CV)	3.1084719
Kurtosis	31.764747
Mean	387.4359
Median Absolute Deviation (MAD)	12
Skewness	5.2409015
Sum	75550
Variance	1450419.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56	28.7%
1	10	5.1%
3	8	4.1%
2	6	3.1%
4	4	2.1%
6	4	2.1%
7	3	1.5%
12	3	1.5%
65	2	1.0%
5	2	1.0%
Other values (90)	97	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	28.7%
1	10	5.1%
2	6	3.1%
3	8	4.1%
4	4	2.1%
5	2	1.0%
6	4	2.1%
7	3	1.5%
8	1	0.5%
9	1	0.5%

Value	Count	Frequency (%)
10015	1	0.5%
7338	1	0.5%
7100	1	0.5%
4562	1	0.5%
4546	1	0.5%
3404	1	0.5%
2860	1	0.5%
2650	1	0.5%
2587	1	0.5%
2455	1	0.5%

1984
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	106
Distinct (%)	54.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	376.49744

Minimum	0
Maximum	10170
Zeros	53
Zeros (%)	27.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13
Q3	181
95-th percentile	1706.6
Maximum	10170
Range	10170
Interquartile range (IQR)	181

Descriptive statistics

Standard deviation	1198.2464
Coefficient of variation (CV)	3.182615
Kurtosis	34.544716
Mean	376.49744
Median Absolute Deviation (MAD)	13
Skewness	5.4996123
Sum	73417
Variance	1435794.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53	27.2%
1	13	6.7%
2	7	3.6%
3	5	2.6%
4	5	2.6%
7	4	2.1%
10	3	1.5%
11	3	1.5%
21	3	1.5%
128	2	1.0%
Other values (96)	97	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	53	27.2%
1	13	6.7%
2	7	3.6%
3	5	2.6%
4	5	2.6%
5	1	0.5%
6	1	0.5%
7	4	2.1%
8	1	0.5%
10	3	1.5%

Value	Count	Frequency (%)
10170	1	0.5%
7583	1	0.5%
6661	1	0.5%
5704	1	0.5%
3801	1	0.5%
3588	1	0.5%
2666	1	0.5%
2508	1	0.5%
1977	1	0.5%
1932	1	0.5%

1985
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	103
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	358.86154

Minimum	0
Maximum	9564
Zeros	55
Zeros (%)	28.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	17
Q3	197
95-th percentile	1722.9
Maximum	9564
Range	9564
Interquartile range (IQR)	197

Descriptive statistics

Standard deviation	1079.3096
Coefficient of variation (CV)	3.0075934
Kurtosis	36.195831
Mean	358.86154
Median Absolute Deviation (MAD)	17
Skewness	5.493781
Sum	69978
Variance	1164909.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	55	28.2%
1	7	3.6%
3	7	3.6%
2	7	3.6%
4	6	3.1%
5	3	1.5%
17	3	1.5%
10	2	1.0%
11	2	1.0%
23	2	1.0%
Other values (93)	101	51.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	28.2%
1	7	3.6%
2	7	3.6%
3	7	3.6%
4	6	3.1%
5	3	1.5%
6	1	0.5%
7	2	1.0%
8	1	0.5%
9	1	0.5%

Value	Count	Frequency (%)
9564	1	0.5%
6543	1	0.5%
5907	1	0.5%
4211	1	0.5%
3150	1	0.5%
2938	1	0.5%
2819	1	0.5%
2769	1	0.5%
2299	1	0.5%
1816	1	0.5%

1986
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	109
Distinct (%)	55.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	441.27179

Minimum	0
Maximum	9470
Zeros	49
Zeros (%)	25.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	18
Q3	254
95-th percentile	2588.3
Maximum	9470
Range	9470
Interquartile range (IQR)	253.5

Descriptive statistics

Standard deviation	1225.5766
Coefficient of variation (CV)	2.7773736
Kurtosis	24.687877
Mean	441.27179
Median Absolute Deviation (MAD)	18
Skewness	4.6305858
Sum	86048
Variance	1502038.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	25.1%
1	11	5.6%
3	5	2.6%
4	5	2.6%
5	4	2.1%
7	4	2.1%
2	3	1.5%
23	3	1.5%
13	3	1.5%
6	2	1.0%
Other values (99)	106	54.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	25.1%
1	11	5.6%
2	3	1.5%
3	5	2.6%
4	5	2.6%
5	4	2.1%
6	2	1.0%
7	4	2.1%
8	2	1.0%
9	2	1.0%

Value	Count	Frequency (%)
9470	1	0.5%
7150	1	0.5%
7074	1	0.5%
4808	1	0.5%
4649	1	0.5%
4166	1	0.5%
3942	1	0.5%
3106	1	0.5%
2741	1	0.5%
2617	1	0.5%

1987
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	115
Distinct (%)	59.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	691.13333

Minimum	0
Maximum	21337
Zeros	49
Zeros (%)	25.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	26
Q3	434
95-th percentile	3631.5
Maximum	21337
Range	21337
Interquartile range (IQR)	433.5

Descriptive statistics

Standard deviation	2109.2056
Coefficient of variation (CV)	3.0518071
Kurtosis	50.673817
Mean	691.13333
Median Absolute Deviation (MAD)	26
Skewness	6.2459224
Sum	134771
Variance	4448748.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	25.1%
1	7	3.6%
2	6	3.1%
4	6	3.1%
3	5	2.6%
5	4	2.1%
18	3	1.5%
23	3	1.5%
92	2	1.0%
7	2	1.0%
Other values (105)	108	55.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	25.1%
1	7	3.6%
2	6	3.1%
3	5	2.6%
4	6	3.1%
5	4	2.1%
6	1	0.5%
7	2	1.0%
9	1	0.5%
11	1	0.5%

Value	Count	Frequency (%)
21337	1	0.5%
10189	1	0.5%
7705	1	0.5%
7684	1	0.5%
7360	1	0.5%
6931	1	0.5%
6174	1	0.5%
5415	1	0.5%
4447	1	0.5%
3803	1	0.5%

1988
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	115
Distinct (%)	59.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	714.38974

Minimum	0
Maximum	27359
Zeros	45
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	34
Q3	409
95-th percentile	2856.6
Maximum	27359
Range	27359
Interquartile range (IQR)	408

Descriptive statistics

Standard deviation	2443.6068
Coefficient of variation (CV)	3.4205513
Kurtosis	75.945198
Mean	714.38974
Median Absolute Deviation (MAD)	34
Skewness	7.7857976
Sum	139306
Variance	5971214.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45	23.1%
1	11	5.6%
3	8	4.1%
4	4	2.1%
7	4	2.1%
19	2	1.0%
53	2	1.0%
17	2	1.0%
12	2	1.0%
111	2	1.0%
Other values (105)	113	57.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	23.1%
1	11	5.6%
2	2	1.0%
3	8	4.1%
4	4	2.1%
5	1	0.5%
6	2	1.0%
7	4	2.1%
8	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
27359	1	0.5%
11522	1	0.5%
9211	1	0.5%
8639	1	0.5%
6888	1	0.5%
6469	1	0.5%
3970	1	0.5%
3924	1	0.5%
3273	1	0.5%
2977	1	0.5%

1989
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	116
Distinct (%)	59.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	843.24103

Minimum	0
Maximum	23795
Zeros	43
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	44
Q3	508.5
95-th percentile	3423.3
Maximum	23795
Range	23795
Interquartile range (IQR)	507.5

Descriptive statistics

Standard deviation	2555.0489
Coefficient of variation (CV)	3.0300339
Kurtosis	41.919624
Mean	843.24103
Median Absolute Deviation (MAD)	44
Skewness	5.8738032
Sum	164432
Variance	6528274.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	43	22.1%
1	8	4.1%
4	6	3.1%
6	4	2.1%
14	4	2.1%
68	3	1.5%
7	3	1.5%
2	3	1.5%
5	3	1.5%
3	3	1.5%
Other values (106)	115	59.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	22.1%
1	8	4.1%
2	3	1.5%
3	3	1.5%
4	6	3.1%
5	3	1.5%
6	4	2.1%
7	3	1.5%
8	2	1.0%
9	2	1.0%

Value	Count	Frequency (%)
23795	1	0.5%
16025	1	0.5%
11865	1	0.5%
10343	1	0.5%
8570	1	0.5%
7157	1	0.5%
6790	1	0.5%
4323	1	0.5%
3946	1	0.5%
3781	1	0.5%

1990
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	118
Distinct (%)	60.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	964.37949

Minimum	0
Maximum	31668
Zeros	36
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	38
Q3	612.5
95-th percentile	3975.9
Maximum	31668
Range	31668
Interquartile range (IQR)	610.5

Descriptive statistics

Standard deviation	3158.7302
Coefficient of variation (CV)	3.2754017
Kurtosis	51.454038
Mean	964.37949
Median Absolute Deviation (MAD)	38
Skewness	6.4413631
Sum	188054
Variance	9977576.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	18.5%
1	9	4.6%
2	6	3.1%
3	6	3.1%
10	5	2.6%
4	5	2.6%
5	3	1.5%
38	3	1.5%
34	3	1.5%
12	2	1.0%
Other values (108)	117	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	18.5%
1	9	4.6%
2	6	3.1%
3	6	3.1%
4	5	2.6%
5	3	1.5%
6	2	1.0%
7	2	1.0%
8	2	1.0%
10	5	2.6%

Value	Count	Frequency (%)
31668	1	0.5%
17040	1	0.5%
13568	1	0.5%
12509	1	0.5%
12041	1	0.5%
8452	1	0.5%
8076	1	0.5%
5892	1	0.5%
4945	1	0.5%
4384	1	0.5%

1991
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	121
Distinct (%)	62.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1064.1487

Minimum	0
Maximum	23380
Zeros	36
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	51
Q3	657.5
95-th percentile	6112.8
Maximum	23380
Range	23380
Interquartile range (IQR)	654.5

Descriptive statistics

Standard deviation	2952.0937
Coefficient of variation (CV)	2.7741364
Kurtosis	24.680367
Mean	1064.1487
Median Absolute Deviation (MAD)	51
Skewness	4.6265336
Sum	207509
Variance	8714857.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36	18.5%
1	7	3.6%
4	6	3.1%
2	5	2.6%
3	4	2.1%
31	3	1.5%
23	3	1.5%
6	3	1.5%
29	3	1.5%
9	3	1.5%
Other values (111)	122	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36	18.5%
1	7	3.6%
2	5	2.6%
3	4	2.1%
4	6	3.1%
5	2	1.0%
6	3	1.5%
7	1	0.5%
9	3	1.5%
11	3	1.5%

Value	Count	Frequency (%)
23380	1	0.5%
16028	1	0.5%
14255	1	0.5%
13734	1	0.5%
12718	1	0.5%
12567	1	0.5%
7266	1	0.5%
7124	1	0.5%
6286	1	0.5%
6250	1	0.5%

1992
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	139
Distinct (%)	71.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1136.8564

Minimum	0
Maximum	34123
Zeros	25
Zeros (%)	12.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6.5
median	74
Q3	655
95-th percentile	5853.1
Maximum	34123
Range	34123
Interquartile range (IQR)	648.5

Descriptive statistics

Standard deviation	3330.0837
Coefficient of variation (CV)	2.9292035
Kurtosis	52.414604
Mean	1136.8564
Median Absolute Deviation (MAD)	74
Skewness	6.303328
Sum	221687
Variance	11089458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25	12.8%
4	8	4.1%
1	6	3.1%
5	3	1.5%
3	3	1.5%
2	3	1.5%
336	2	1.0%
53	2	1.0%
71	2	1.0%
492	2	1.0%
Other values (129)	139	71.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	12.8%
1	6	3.1%
2	3	1.5%
3	3	1.5%
4	8	4.1%
5	3	1.5%
6	1	0.5%
7	2	1.0%
8	1	0.5%
9	1	0.5%

Value	Count	Frequency (%)
34123	1	0.5%
13673	1	0.5%
13670	1	0.5%
13102	1	0.5%
12145	1	0.5%
10846	1	0.5%
6915	1	0.5%
6842	1	0.5%
6814	1	0.5%
5991	1	0.5%

1993
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	144
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1138.7128

Minimum	0
Maximum	33720
Zeros	20
Zeros (%)	10.3%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11.5
median	85
Q3	722.5
95-th percentile	4814.5
Maximum	33720
Range	33720
Interquartile range (IQR)	711

Descriptive statistics

Standard deviation	3495.2201
Coefficient of variation (CV)	3.0694482
Kurtosis	48.762265
Mean	1138.7128
Median Absolute Deviation (MAD)	85
Skewness	6.382924
Sum	222049
Variance	12216563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	20	10.3%
3	5	2.6%
1	5	2.6%
4	4	2.1%
5	4	2.1%
44	3	1.5%
8	3	1.5%
2	3	1.5%
51	3	1.5%
11	3	1.5%
Other values (134)	142	72.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	10.3%
1	5	2.6%
2	3	1.5%
3	5	2.6%
4	4	2.1%
5	4	2.1%
7	2	1.0%
8	3	1.5%
11	3	1.5%
12	2	1.0%

Value	Count	Frequency (%)
33720	1	0.5%
21496	1	0.5%
20479	1	0.5%
9817	1	0.5%
9563	1	0.5%
7435	1	0.5%
6960	1	0.5%
6547	1	0.5%
6065	1	0.5%
4902	1	0.5%

1994
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	142
Distinct (%)	72.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	993.15385

Minimum	0
Maximum	39231
Zeros	21
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	9.5
median	76
Q3	545
95-th percentile	3658.9
Maximum	39231
Range	39231
Interquartile range (IQR)	535.5

Descriptive statistics

Standard deviation	3613.3364
Coefficient of variation (CV)	3.6382444
Kurtosis	71.09116
Mean	993.15385
Median Absolute Deviation (MAD)	76
Skewness	7.7307634
Sum	193665
Variance	13056200
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	10.8%
1	7	3.6%
3	4	2.1%
2	4	2.1%
18	4	2.1%
4	3	1.5%
6	3	1.5%
14	3	1.5%
103	2	1.0%
16	2	1.0%
Other values (132)	142	72.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	10.8%
1	7	3.6%
2	4	2.1%
3	4	2.1%
4	3	1.5%
5	2	1.0%
6	3	1.5%
7	1	0.5%
8	2	1.0%
9	2	1.0%

Value	Count	Frequency (%)
39231	1	0.5%
19532	1	0.5%
18620	1	0.5%
13128	1	0.5%
7150	1	0.5%
5901	1	0.5%
5105	1	0.5%
4666	1	0.5%
4181	1	0.5%
3913	1	0.5%

1995
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	141
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	962.62564

Minimum	0
Maximum	30145
Zeros	21
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10.5
median	91
Q3	550.5
95-th percentile	3786.6
Maximum	30145
Range	30145
Interquartile range (IQR)	540

Descriptive statistics

Standard deviation	3091.4923
Coefficient of variation (CV)	3.2115209
Kurtosis	49.778643
Mean	962.62564
Median Absolute Deviation (MAD)	91
Skewness	6.4833861
Sum	187712
Variance	9557324.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	10.8%
1	6	3.1%
5	6	3.1%
4	5	2.6%
58	3	1.5%
23	3	1.5%
2	3	1.5%
9	3	1.5%
273	2	1.0%
49	2	1.0%
Other values (131)	141	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	10.8%
1	6	3.1%
2	3	1.5%
3	2	1.0%
4	5	2.6%
5	6	3.1%
8	1	0.5%
9	3	1.5%
10	2	1.0%
11	2	1.0%

Value	Count	Frequency (%)
30145	1	0.5%
18489	1	0.5%
15864	1	0.5%
14398	1	0.5%
9368	1	0.5%
4994	1	0.5%
4890	1	0.5%
4279	1	0.5%
3956	1	0.5%
3935	1	0.5%

1996
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	147
Distinct (%)	75.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1026.0769

Minimum	0
Maximum	29322
Zeros	18
Zeros (%)	9.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14.5
median	118
Q3	603.5
95-th percentile	3259.6
Maximum	29322
Range	29322
Interquartile range (IQR)	589

Descriptive statistics

Standard deviation	3321.045
Coefficient of variation (CV)	3.2366433
Kurtosis	43.260996
Mean	1026.0769
Median Absolute Deviation (MAD)	116
Skewness	6.2143416
Sum	200085
Variance	11029340
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	9.2%
2	7	3.6%
8	4	2.1%
1	4	2.1%
7	4	2.1%
38	3	1.5%
10	2	1.0%
19	2	1.0%
70	2	1.0%
58	2	1.0%
Other values (137)	147	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	9.2%
1	4	2.1%
2	7	3.6%
3	2	1.0%
4	2	1.0%
5	1	0.5%
6	2	1.0%
7	4	2.1%
8	4	2.1%
9	2	1.0%

Value	Count	Frequency (%)
29322	1	0.5%
23859	1	0.5%
19415	1	0.5%
13692	1	0.5%
9125	1	0.5%
6484	1	0.5%
6205	1	0.5%
5515	1	0.5%
3909	1	0.5%
3282	1	0.5%

1997
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	145
Distinct (%)	74.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	989.15385

Minimum	0
Maximum	22965
Zeros	19
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19.5
median	114
Q3	612.5
95-th percentile	3793.5
Maximum	22965
Range	22965
Interquartile range (IQR)	593

Descriptive statistics

Standard deviation	3070.7614
Coefficient of variation (CV)	3.1044326
Kurtosis	33.998481
Mean	989.15385
Median Absolute Deviation (MAD)	112
Skewness	5.5920107
Sum	192885
Variance	9429575.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	9.7%
2	7	3.6%
11	4	2.1%
26	4	2.1%
27	3	1.5%
43	3	1.5%
12	3	1.5%
4	3	1.5%
9	2	1.0%
82	2	1.0%
Other values (135)	145	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	9.7%
1	1	0.5%
2	7	3.6%
3	2	1.0%
4	3	1.5%
6	2	1.0%
7	2	1.0%
8	1	0.5%
9	2	1.0%
11	4	2.1%

Value	Count	Frequency (%)
22965	1	0.5%
22268	1	0.5%
20475	1	0.5%
13073	1	0.5%
11549	1	0.5%
7982	1	0.5%
5415	1	0.5%
4753	1	0.5%
4093	1	0.5%
3993	1	0.5%

1998
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	141
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	824.24103

Minimum	0
Maximum	21049
Zeros	21
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	15
median	106
Q3	535.5
95-th percentile	3319.6
Maximum	21049
Range	21049
Interquartile range (IQR)	520.5

Descriptive statistics

Standard deviation	2385.9437
Coefficient of variation (CV)	2.894716
Kurtosis	39.466188
Mean	824.24103
Median Absolute Deviation (MAD)	105
Skewness	5.7715061
Sum	160727
Variance	5692727.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	10.8%
1	6	3.1%
4	5	2.6%
14	4	2.1%
2	3	1.5%
19	3	1.5%
3	3	1.5%
87	2	1.0%
107	2	1.0%
531	2	1.0%
Other values (131)	144	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	10.8%
1	6	3.1%
2	3	1.5%
3	3	1.5%
4	5	2.6%
6	1	0.5%
8	2	1.0%
9	1	0.5%
12	2	1.0%
14	4	2.1%

Value	Count	Frequency (%)
21049	1	0.5%
17241	1	0.5%
10367	1	0.5%
9068	1	0.5%
8735	1	0.5%
7057	1	0.5%
4938	1	0.5%
4437	1	0.5%
4388	1	0.5%
3566	1	0.5%

1999
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	144
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	922.14359

Minimum	0
Maximum	30069
Zeros	19
Zeros (%)	9.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	16
median	116
Q3	548.5
95-th percentile	3692.5
Maximum	30069
Range	30069
Interquartile range (IQR)	532.5

Descriptive statistics

Standard deviation	2887.6326
Coefficient of variation (CV)	3.1314349
Kurtosis	61.582736
Mean	922.14359
Median Absolute Deviation (MAD)	115
Skewness	7.103504
Sum	179818
Variance	8338421.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	9.7%
1	6	3.1%
4	5	2.6%
3	4	2.1%
157	3	1.5%
2	3	1.5%
51	2	1.0%
180	2	1.0%
100	2	1.0%
6	2	1.0%
Other values (134)	147	75.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	9.7%
1	6	3.1%
2	3	1.5%
3	4	2.1%
4	5	2.6%
6	2	1.0%
7	1	0.5%
8	1	0.5%
9	1	0.5%
11	2	1.0%

Value	Count	Frequency (%)
30069	1	0.5%
18974	1	0.5%
9979	1	0.5%
9734	1	0.5%
7108	1	0.5%
7045	1	0.5%
6208	1	0.5%
5196	1	0.5%
4982	1	0.5%
4053	1	0.5%

2000
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	151
Distinct (%)	77.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1111.3436

Minimum	0
Maximum	35529
Zeros	14
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	16
median	138
Q3	659
95-th percentile	4051.8
Maximum	35529
Range	35529
Interquartile range (IQR)	643

Descriptive statistics

Standard deviation	3664.0424
Coefficient of variation (CV)	3.2969483
Kurtosis	56.820348
Mean	1111.3436
Median Absolute Deviation (MAD)	137
Skewness	7.0225328
Sum	216712
Variance	13425206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	7.2%
1	9	4.6%
4	4	2.1%
16	3	1.5%
56	3	1.5%
3	3	1.5%
6	3	1.5%
122	2	1.0%
93	2	1.0%
470	2	1.0%
Other values (141)	150	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	7.2%
1	9	4.6%
2	1	0.5%
3	3	1.5%
4	4	2.1%
5	2	1.0%
6	3	1.5%
7	2	1.0%
9	2	1.0%
10	1	0.5%

Value	Count	Frequency (%)
35529	1	0.5%
28572	1	0.5%
15400	1	0.5%
10763	1	0.5%
8840	1	0.5%
7618	1	0.5%
6081	1	0.5%
5884	1	0.5%
5433	1	0.5%
4539	1	0.5%

2001
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	155
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1244.3231

Minimum	0
Maximum	36434
Zeros	12
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22
median	169
Q3	793.5
95-th percentile	4726.9
Maximum	36434
Range	36434
Interquartile range (IQR)	771.5

Descriptive statistics

Standard deviation	3961.6214
Coefficient of variation (CV)	3.1837563
Kurtosis	49.680243
Mean	1244.3231
Median Absolute Deviation (MAD)	167
Skewness	6.557637
Sum	242643
Variance	15694444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	6.2%
1	6	3.1%
2	6	3.1%
22	4	2.1%
5	3	1.5%
3	3	1.5%
6	3	1.5%
4067	2	1.0%
24	2	1.0%
30	2	1.0%
Other values (145)	152	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	6.2%
1	6	3.1%
2	6	3.1%
3	3	1.5%
5	3	1.5%
6	3	1.5%
8	1	0.5%
9	2	1.0%
10	1	0.5%
11	1	0.5%

Value	Count	Frequency (%)
36434	1	0.5%
31223	1	0.5%
16708	1	0.5%
13836	1	0.5%
11728	1	0.5%
9619	1	0.5%
6169	1	0.5%
5861	1	0.5%
5652	1	0.5%
5604	1	0.5%

2002
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	148
Distinct (%)	75.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1144.159

Minimum	0
Maximum	31961
Zeros	16
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	18.5
median	165
Q3	686
95-th percentile	4406.2
Maximum	31961
Range	31961
Interquartile range (IQR)	667.5

Descriptive statistics

Standard deviation	3660.5798
Coefficient of variation (CV)	3.199363
Kurtosis	51.832472
Mean	1144.159
Median Absolute Deviation (MAD)	163
Skewness	6.724808
Sum	223111
Variance	13399845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	8.2%
2	8	4.1%
17	4	2.1%
4	4	2.1%
62	3	1.5%
11	3	1.5%
1	3	1.5%
364	2	1.0%
71	2	1.0%
59	2	1.0%
Other values (138)	148	75.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16	8.2%
1	3	1.5%
2	8	4.1%
4	4	2.1%
5	1	0.5%
7	2	1.0%
8	2	1.0%
9	1	0.5%
10	2	1.0%
11	3	1.5%

Value	Count	Frequency (%)
31961	1	0.5%
31889	1	0.5%
15110	1	0.5%
11707	1	0.5%
8129	1	0.5%
8046	1	0.5%
7342	1	0.5%
5765	1	0.5%
5279	1	0.5%
4948	1	0.5%

2003
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	149
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1114.3436

Minimum	0
Maximum	36439
Zeros	11
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	21.5
median	161
Q3	673.5
95-th percentile	4490.2
Maximum	36439
Range	36439
Interquartile range (IQR)	652

Descriptive statistics

Standard deviation	3623.5095
Coefficient of variation (CV)	3.2516986
Kurtosis	60.512861
Mean	1114.3436
Median Absolute Deviation (MAD)	159
Skewness	7.2025818
Sum	217297
Variance	13129821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.6%
1	6	3.1%
4	4	2.1%
22	3	1.5%
2	3	1.5%
89	3	1.5%
7	3	1.5%
3	3	1.5%
88	2	1.0%
65	2	1.0%
Other values (139)	155	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.6%
1	6	3.1%
2	3	1.5%
3	3	1.5%
4	4	2.1%
5	1	0.5%
6	2	1.0%
7	3	1.5%
9	1	0.5%
10	2	1.0%

Value	Count	Frequency (%)
36439	1	0.5%
27155	1	0.5%
13205	1	0.5%
12758	1	0.5%
7117	1	0.5%
6797	1	0.5%
5918	1	0.5%
5543	1	0.5%
5541	1	0.5%
4892	1	0.5%

2004
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	156
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1190.1692

Minimum	0
Maximum	36619
Zeros	12
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19
median	191
Q3	756.5
95-th percentile	4516.3
Maximum	36619
Range	36619
Interquartile range (IQR)	737.5

Descriptive statistics

Standard deviation	3710.5054
Coefficient of variation (CV)	3.1176284
Kurtosis	57.665465
Mean	1190.1692
Median Absolute Deviation (MAD)	188
Skewness	7.0291323
Sum	232083
Variance	13767850
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	6.2%
1	7	3.6%
2	3	1.5%
17	3	1.5%
3	3	1.5%
9	3	1.5%
8	3	1.5%
38	3	1.5%
191	2	1.0%
15	2	1.0%
Other values (146)	154	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	6.2%
1	7	3.6%
2	3	1.5%
3	3	1.5%
4	1	0.5%
5	2	1.0%
6	1	0.5%
8	3	1.5%
9	3	1.5%
10	1	0.5%

Value	Count	Frequency (%)
36619	1	0.5%
28235	1	0.5%
14004	1	0.5%
13399	1	0.5%
7533	1	0.5%
6990	1	0.5%
6348	1	0.5%
5755	1	0.5%
5352	1	0.5%
4566	1	0.5%

2005
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	156
Distinct (%)	80.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1320.2923

Minimum	0
Maximum	42584
Zeros	12
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	28.5
median	210
Q3	832
95-th percentile	4965.4
Maximum	42584
Range	42584
Interquartile range (IQR)	803.5

Descriptive statistics

Standard deviation	4425.9578
Coefficient of variation (CV)	3.352256
Kurtosis	59.240219
Mean	1320.2923
Median Absolute Deviation (MAD)	205
Skewness	7.2412546
Sum	257457
Variance	19589103
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	6.2%
1	7	3.6%
7	4	2.1%
5	4	2.1%
59	3	1.5%
14	3	1.5%
4	2	1.0%
67	2	1.0%
57	2	1.0%
91	2	1.0%
Other values (146)	154	79.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	6.2%
1	7	3.6%
2	2	1.0%
3	1	0.5%
4	2	1.0%
5	4	2.1%
6	1	0.5%
7	4	2.1%
10	2	1.0%
11	2	1.0%

Value	Count	Frequency (%)
42584	1	0.5%
36210	1	0.5%
18139	1	0.5%
14314	1	0.5%
8394	1	0.5%
7258	1	0.5%
6424	1	0.5%
5837	1	0.5%
5832	1	0.5%
5048	1	0.5%

2006
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	155
Distinct (%)	79.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1266.959

Minimum	0
Maximum	33848
Zeros	14
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	25
median	218
Q3	842
95-th percentile	4741.9
Maximum	33848
Range	33848
Interquartile range (IQR)	817

Descriptive statistics

Standard deviation	3926.7177
Coefficient of variation (CV)	3.0993251
Kurtosis	48.931976
Mean	1266.959
Median Absolute Deviation (MAD)	212
Skewness	6.5485371
Sum	247057
Variance	15419112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	7.2%
1	7	3.6%
18	4	2.1%
96	3	1.5%
7	3	1.5%
9	3	1.5%
10	2	1.0%
74	2	1.0%
24	2	1.0%
2	2	1.0%
Other values (145)	153	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	7.2%
1	7	3.6%
2	2	1.0%
3	2	1.0%
4	1	0.5%
5	1	0.5%
7	3	1.5%
8	1	0.5%
9	3	1.5%
10	2	1.0%

Value	Count	Frequency (%)
33848	1	0.5%
33518	1	0.5%
18400	1	0.5%
13127	1	0.5%
9613	1	0.5%
7480	1	0.5%
7140	1	0.5%
6535	1	0.5%
6215	1	0.5%
4807	1	0.5%

2007
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	159
Distinct (%)	81.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1191.8205

Minimum	0
Maximum	28742
Zeros	11
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	198
Q3	899
95-th percentile	4173.1
Maximum	28742
Range	28742
Interquartile range (IQR)	868

Descriptive statistics

Standard deviation	3443.5424
Coefficient of variation (CV)	2.8893129
Kurtosis	42.415718
Mean	1191.8205
Median Absolute Deviation (MAD)	196
Skewness	6.107543
Sum	232405
Variance	11857984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.6%
1	6	3.1%
7	5	2.6%
5	4	2.1%
2	3	1.5%
4	2	1.0%
11	2	1.0%
62	2	1.0%
16	2	1.0%
37	2	1.0%
Other values (149)	156	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.6%
1	6	3.1%
2	3	1.5%
4	2	1.0%
5	4	2.1%
7	5	2.6%
8	1	0.5%
9	2	1.0%
10	1	0.5%
11	2	1.0%

Value	Count	Frequency (%)
28742	1	0.5%
27642	1	0.5%
19837	1	0.5%
10124	1	0.5%
9463	1	0.5%
8216	1	0.5%
6974	1	0.5%
5920	1	0.5%
5357	1	0.5%
4290	1	0.5%

2008
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	161
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1246.3949

Minimum	0
Maximum	30037
Zeros	13
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	205
Q3	934.5
95-th percentile	4599.2
Maximum	30037
Range	30037
Interquartile range (IQR)	903.5

Descriptive statistics

Standard deviation	3694.5735
Coefficient of variation (CV)	2.9642079
Kurtosis	41.14662
Mean	1246.3949
Median Absolute Deviation (MAD)	202
Skewness	6.0808895
Sum	243047
Variance	13649874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13	6.7%
1	6	3.1%
9	4	2.1%
5	3	1.5%
19	2	1.0%
10	2	1.0%
28	2	1.0%
112	2	1.0%
13	2	1.0%
3	2	1.0%
Other values (151)	157	80.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	6.7%
1	6	3.1%
2	1	0.5%
3	2	1.0%
4	1	0.5%
5	3	1.5%
6	1	0.5%
7	1	0.5%
9	4	2.1%
10	2	1.0%

Value	Count	Frequency (%)
30037	1	0.5%
28261	1	0.5%
24887	1	0.5%
10190	1	0.5%
8994	1	0.5%
8979	1	0.5%
7294	1	0.5%
6475	1	0.5%
5452	1	0.5%
4756	1	0.5%

2009
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	157
Distinct (%)	80.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1275.7333

Minimum	0
Maximum	29622
Zeros	11
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	36
median	214
Q3	888
95-th percentile	5410.1
Maximum	29622
Range	29622
Interquartile range (IQR)	852

Descriptive statistics

Standard deviation	3829.6304
Coefficient of variation (CV)	3.0019051
Kurtosis	42.49749
Mean	1275.7333
Median Absolute Deviation (MAD)	208
Skewness	6.2174996
Sum	248768
Variance	14666069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.6%
1	7	3.6%
5	4	2.1%
10	4	2.1%
128	3	1.5%
70	3	1.5%
668	2	1.0%
63	2	1.0%
400	2	1.0%
15	2	1.0%
Other values (147)	155	79.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.6%
1	7	3.6%
2	1	0.5%
4	1	0.5%
5	4	2.1%
6	2	1.0%
7	2	1.0%
8	1	0.5%
10	4	2.1%
11	2	1.0%

Value	Count	Frequency (%)
29622	1	0.5%
29456	1	0.5%
28573	1	0.5%
8995	1	0.5%
8876	1	0.5%
7217	1	0.5%
6580	1	0.5%
5874	1	0.5%
5532	1	0.5%
5450	1	0.5%

2010
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	163
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1420.2872

Minimum	0
Maximum	38617
Zeros	12
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	40.5
median	211
Q3	932
95-th percentile	5658.2
Maximum	38617
Range	38617
Interquartile range (IQR)	891.5

Descriptive statistics

Standard deviation	4462.9463
Coefficient of variation (CV)	3.1422845
Kurtosis	47.720564
Mean	1420.2872
Median Absolute Deviation (MAD)	207
Skewness	6.5939224
Sum	276956
Variance	19917890
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	6.2%
4	3	1.5%
3	3	1.5%
28	3	1.5%
434	2	1.0%
556	2	1.0%
200	2	1.0%
22	2	1.0%
5	2	1.0%
63	2	1.0%
Other values (153)	162	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	6.2%
1	1	0.5%
2	2	1.0%
3	3	1.5%
4	3	1.5%
5	2	1.0%
7	2	1.0%
8	1	0.5%
10	1	0.5%
12	2	1.0%

Value	Count	Frequency (%)
38617	1	0.5%
34235	1	0.5%
30391	1	0.5%
8724	1	0.5%
8142	1	0.5%
7477	1	0.5%
6811	1	0.5%
6242	1	0.5%
5982	1	0.5%
5941	1	0.5%

2011
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	160
Distinct (%)	82.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1262.5333

Minimum	0
Maximum	36765
Zeros	12
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	37.5
median	179
Q3	772
95-th percentile	4610.5
Maximum	36765
Range	36765
Interquartile range (IQR)	734.5

Descriptive statistics

Standard deviation	4030.0843
Coefficient of variation (CV)	3.1920617
Kurtosis	49.784615
Mean	1262.5333
Median Absolute Deviation (MAD)	176
Skewness	6.6995447
Sum	246194
Variance	16241580
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	6.2%
3	5	2.6%
1	4	2.1%
13	3	1.5%
2	3	1.5%
261	2	1.0%
97	2	1.0%
10	2	1.0%
81	2	1.0%
49	2	1.0%
Other values (150)	158	81.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	6.2%
1	4	2.1%
2	3	1.5%
3	5	2.6%
4	1	0.5%
6	2	1.0%
8	1	0.5%
10	2	1.0%
11	2	1.0%
12	1	0.5%

Value	Count	Frequency (%)
36765	1	0.5%
28502	1	0.5%
27509	1	0.5%
7676	1	0.5%
7479	1	0.5%
7468	1	0.5%
6503	1	0.5%
6204	1	0.5%
6196	1	0.5%
4663	1	0.5%

2012
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	163
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1313.959

Minimum	0
Maximum	34315
Zeros	11
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	42.5
median	233
Q3	783
95-th percentile	5387.7
Maximum	34315
Range	34315
Interquartile range (IQR)	740.5

Descriptive statistics

Standard deviation	4247.5552
Coefficient of variation (CV)	3.2326391
Kurtosis	45.668228
Mean	1313.959
Median Absolute Deviation (MAD)	220
Skewness	6.501969
Sum	256222
Variance	18041725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.6%
3	4	2.1%
1	4	2.1%
34	3	1.5%
4	3	1.5%
6	3	1.5%
2	2	1.0%
395	2	1.0%
146	2	1.0%
358	2	1.0%
Other values (153)	159	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.6%
1	4	2.1%
2	2	1.0%
3	4	2.1%
4	3	1.5%
6	3	1.5%
9	2	1.0%
12	1	0.5%
13	1	0.5%
14	1	0.5%

Value	Count	Frequency (%)
34315	1	0.5%
33024	1	0.5%
30933	1	0.5%
11227	1	0.5%
7891	1	0.5%
7534	1	0.5%
6280	1	0.5%
6195	1	0.5%
5868	1	0.5%
5555	1	0.5%

2013
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	162
Distinct (%)	83.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1320.7026

Minimum	0
Maximum	34129
Zeros	11
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	45
median	213
Q3	796
95-th percentile	4384.4
Maximum	34129
Range	34129
Interquartile range (IQR)	751

Descriptive statistics

Standard deviation	4237.952
Coefficient of variation (CV)	3.2088618
Kurtosis	43.792078
Mean	1320.7026
Median Absolute Deviation (MAD)	204
Skewness	6.3513739
Sum	257537
Variance	17960237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	5.6%
1	5	2.6%
2	3	1.5%
39	3	1.5%
6	3	1.5%
125	2	1.0%
105	2	1.0%
76	2	1.0%
59	2	1.0%
5	2	1.0%
Other values (152)	160	82.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	5.6%
1	5	2.6%
2	3	1.5%
3	1	0.5%
4	2	1.0%
5	2	1.0%
6	3	1.5%
7	1	0.5%
9	1	0.5%
10	1	0.5%

Value	Count	Frequency (%)
34129	1	0.5%
33087	1	0.5%
29544	1	0.5%
12603	1	0.5%
11291	1	0.5%
8501	1	0.5%
5827	1	0.5%
5623	1	0.5%
4918	1	0.5%
4509	1	0.5%

Auto

Heatmap
Table

	AREA	REG	1980	1981	1982	1983	1984	1985	1986	1987	1988	1989	1990	1991	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	Coverage	AreaName	RegName	DEV	DevName
AREA	1.000	0.558	0.008	0.012	-0.007	0.017	-0.027	-0.004	-0.030	-0.053	-0.028	-0.034	-0.041	-0.056	-0.007	0.038	0.087	0.056	0.061	0.094	0.109	0.091	0.086	0.093	0.096	0.082	0.050	0.055	0.050	0.058	0.054	0.062	0.068	0.049	0.029	0.004	0.000	0.992	0.949	0.806	0.806
REG	0.558	1.000	0.037	0.038	0.006	0.022	0.000	0.019	0.004	-0.020	-0.016	-0.031	-0.046	-0.059	-0.002	0.055	0.067	0.042	0.048	0.061	0.052	0.023	-0.006	0.007	0.002	-0.002	-0.029	-0.037	-0.051	-0.039	-0.038	-0.023	-0.046	-0.060	-0.063	-0.079	0.000	0.454	0.947	0.116	0.116
1980	0.008	0.037	1.000	0.971	0.967	0.951	0.949	0.940	0.936	0.930	0.938	0.929	0.915	0.897	0.850	0.803	0.773	0.752	0.730	0.707	0.662	0.646	0.637	0.652	0.647	0.648	0.635	0.628	0.632	0.634	0.653	0.622	0.614	0.599	0.586	0.600	0.000	0.246	0.176	0.053	0.053
1981	0.012	0.038	0.971	1.000	0.976	0.964	0.958	0.944	0.940	0.937	0.946	0.936	0.922	0.908	0.852	0.803	0.771	0.752	0.728	0.701	0.656	0.638	0.631	0.645	0.638	0.641	0.628	0.619	0.623	0.628	0.645	0.614	0.609	0.595	0.580	0.596	0.000	0.314	0.271	0.120	0.120
1982	-0.007	0.006	0.967	0.976	1.000	0.972	0.964	0.953	0.951	0.947	0.954	0.947	0.932	0.921	0.863	0.811	0.775	0.759	0.736	0.707	0.665	0.651	0.644	0.656	0.650	0.651	0.641	0.634	0.642	0.644	0.662	0.632	0.628	0.613	0.599	0.611	0.000	0.302	0.270	0.126	0.126
1983	0.017	0.022	0.951	0.964	0.972	1.000	0.965	0.953	0.954	0.957	0.954	0.951	0.936	0.926	0.881	0.828	0.791	0.777	0.752	0.724	0.684	0.665	0.662	0.670	0.664	0.660	0.651	0.645	0.653	0.657	0.677	0.646	0.642	0.627	0.615	0.626	0.000	0.227	0.177	0.000	0.000
1984	-0.027	0.000	0.949	0.958	0.964	0.965	1.000	0.969	0.969	0.959	0.965	0.957	0.944	0.936	0.882	0.820	0.785	0.771	0.746	0.719	0.672	0.657	0.650	0.661	0.655	0.657	0.647	0.639	0.648	0.648	0.670	0.645	0.639	0.631	0.616	0.623	0.000	0.307	0.219	0.090	0.090
1985	-0.004	0.019	0.940	0.944	0.953	0.953	0.969	1.000	0.971	0.968	0.971	0.965	0.947	0.941	0.895	0.835	0.798	0.784	0.763	0.733	0.684	0.668	0.659	0.673	0.664	0.663	0.650	0.643	0.652	0.651	0.671	0.640	0.633	0.623	0.611	0.619	0.000	0.208	0.151	0.000	0.000
1986	-0.030	0.004	0.936	0.940	0.951	0.954	0.969	0.971	1.000	0.974	0.977	0.971	0.964	0.960	0.909	0.847	0.806	0.792	0.772	0.745	0.702	0.684	0.678	0.689	0.677	0.676	0.664	0.659	0.667	0.666	0.685	0.653	0.653	0.640	0.630	0.640	0.000	0.219	0.137	0.077	0.077
1987	-0.053	-0.020	0.930	0.937	0.947	0.957	0.959	0.968	0.974	1.000	0.978	0.980	0.969	0.962	0.917	0.854	0.809	0.799	0.780	0.751	0.705	0.690	0.689	0.696	0.686	0.684	0.675	0.673	0.683	0.680	0.699	0.665	0.663	0.650	0.639	0.650	0.000	0.157	0.114	0.182	0.182
1988	-0.028	-0.016	0.938	0.946	0.954	0.954	0.965	0.971	0.977	0.978	1.000	0.986	0.971	0.965	0.910	0.847	0.806	0.792	0.773	0.743	0.696	0.686	0.681	0.691	0.681	0.679	0.668	0.666	0.672	0.673	0.692	0.659	0.657	0.643	0.632	0.644	0.000	0.216	0.189	0.196	0.196
1989	-0.034	-0.031	0.929	0.936	0.947	0.951	0.957	0.965	0.971	0.980	0.986	1.000	0.979	0.970	0.917	0.856	0.816	0.804	0.786	0.755	0.708	0.696	0.694	0.702	0.694	0.693	0.682	0.681	0.690	0.689	0.705	0.676	0.677	0.661	0.648	0.655	0.000	0.317	0.238	0.196	0.196
1990	-0.041	-0.046	0.915	0.922	0.932	0.936	0.944	0.947	0.964	0.969	0.971	0.979	1.000	0.980	0.932	0.863	0.825	0.814	0.791	0.763	0.715	0.702	0.701	0.708	0.699	0.700	0.688	0.686	0.696	0.696	0.709	0.674	0.676	0.661	0.650	0.661	0.000	0.099	0.000	0.101	0.101
1991	-0.056	-0.059	0.897	0.908	0.921	0.926	0.936	0.941	0.960	0.962	0.965	0.970	0.980	1.000	0.945	0.879	0.832	0.820	0.802	0.776	0.730	0.718	0.718	0.724	0.713	0.712	0.701	0.698	0.706	0.705	0.720	0.690	0.693	0.680	0.668	0.677	0.000	0.116	0.000	0.045	0.045
1992	-0.007	-0.002	0.850	0.852	0.863	0.881	0.882	0.895	0.909	0.917	0.910	0.917	0.932	0.945	1.000	0.954	0.923	0.912	0.898	0.877	0.836	0.818	0.812	0.810	0.796	0.790	0.775	0.773	0.775	0.774	0.787	0.754	0.753	0.743	0.727	0.734	0.000	0.213	0.164	0.045	0.045
1993	0.038	0.055	0.803	0.803	0.811	0.828	0.820	0.835	0.847	0.854	0.847	0.856	0.863	0.879	0.954	1.000	0.978	0.969	0.955	0.939	0.906	0.892	0.878	0.872	0.861	0.849	0.830	0.822	0.818	0.823	0.823	0.793	0.784	0.774	0.759	0.764	0.000	0.170	0.118	0.088	0.088
1994	0.087	0.067	0.773	0.771	0.775	0.791	0.785	0.798	0.806	0.809	0.806	0.816	0.825	0.832	0.923	0.978	1.000	0.988	0.976	0.967	0.936	0.924	0.914	0.911	0.901	0.893	0.872	0.863	0.857	0.861	0.858	0.830	0.821	0.811	0.797	0.798	0.000	0.145	0.163	0.020	0.020
1995	0.056	0.042	0.752	0.752	0.759	0.777	0.771	0.784	0.792	0.799	0.792	0.804	0.814	0.820	0.912	0.969	0.988	1.000	0.986	0.976	0.947	0.939	0.929	0.928	0.918	0.908	0.890	0.882	0.879	0.883	0.879	0.854	0.844	0.836	0.824	0.827	0.000	0.008	0.074	0.000	0.000
1996	0.061	0.048	0.730	0.728	0.736	0.752	0.746	0.763	0.772	0.780	0.773	0.786	0.791	0.802	0.898	0.955	0.976	0.986	1.000	0.984	0.959	0.954	0.945	0.943	0.934	0.924	0.908	0.902	0.897	0.902	0.897	0.874	0.865	0.858	0.847	0.846	0.000	0.109	0.169	0.000	0.000
1997	0.094	0.061	0.707	0.701	0.707	0.724	0.719	0.733	0.745	0.751	0.743	0.755	0.763	0.776	0.877	0.939	0.967	0.976	0.984	1.000	0.980	0.971	0.964	0.961	0.953	0.941	0.927	0.920	0.915	0.915	0.907	0.883	0.874	0.870	0.860	0.856	0.000	0.212	0.206	0.000	0.000
1998	0.109	0.052	0.662	0.656	0.665	0.684	0.672	0.684	0.702	0.705	0.696	0.708	0.715	0.730	0.836	0.906	0.936	0.947	0.959	0.980	1.000	0.987	0.980	0.976	0.968	0.955	0.943	0.939	0.929	0.929	0.920	0.898	0.888	0.885	0.880	0.876	0.000	0.147	0.155	0.014	0.014
1999	0.091	0.023	0.646	0.638	0.651	0.665	0.657	0.668	0.684	0.690	0.686	0.696	0.702	0.718	0.818	0.892	0.924	0.939	0.954	0.971	0.987	1.000	0.989	0.981	0.973	0.959	0.948	0.946	0.935	0.935	0.927	0.905	0.898	0.894	0.889	0.885	0.000	0.127	0.153	0.157	0.157
2000	0.086	-0.006	0.637	0.631	0.644	0.662	0.650	0.659	0.678	0.689	0.681	0.694	0.701	0.718	0.812	0.878	0.914	0.929	0.945	0.964	0.980	0.989	1.000	0.989	0.985	0.973	0.964	0.959	0.950	0.947	0.937	0.915	0.910	0.906	0.901	0.897	0.000	0.072	0.152	0.097	0.097
2001	0.093	0.007	0.652	0.645	0.656	0.670	0.661	0.673	0.689	0.696	0.691	0.702	0.708	0.724	0.810	0.872	0.911	0.928	0.943	0.961	0.976	0.981	0.989	1.000	0.992	0.985	0.975	0.969	0.960	0.954	0.944	0.923	0.919	0.912	0.908	0.901	0.000	0.000	0.201	0.000	0.000
2002	0.096	0.002	0.647	0.638	0.650	0.664	0.655	0.664	0.677	0.686	0.681	0.694	0.699	0.713	0.796	0.861	0.901	0.918	0.934	0.953	0.968	0.973	0.985	0.992	1.000	0.991	0.984	0.977	0.969	0.964	0.952	0.933	0.927	0.919	0.913	0.907	0.000	0.050	0.152	0.000	0.000
2003	0.082	-0.002	0.648	0.641	0.651	0.660	0.657	0.663	0.676	0.684	0.679	0.693	0.700	0.712	0.790	0.849	0.893	0.908	0.924	0.941	0.955	0.959	0.973	0.985	0.991	1.000	0.991	0.982	0.973	0.967	0.954	0.934	0.927	0.919	0.912	0.904	0.000	0.098	0.151	0.022	0.022
2004	0.050	-0.029	0.635	0.628	0.641	0.651	0.647	0.650	0.664	0.675	0.668	0.682	0.688	0.701	0.775	0.830	0.872	0.890	0.908	0.927	0.943	0.948	0.964	0.975	0.984	0.991	1.000	0.992	0.982	0.973	0.957	0.938	0.932	0.925	0.919	0.911	0.000	0.053	0.115	0.083	0.083
2005	0.055	-0.037	0.628	0.619	0.634	0.645	0.639	0.643	0.659	0.673	0.666	0.681	0.686	0.698	0.773	0.822	0.863	0.882	0.902	0.920	0.939	0.946	0.959	0.969	0.977	0.982	0.992	1.000	0.989	0.980	0.964	0.948	0.945	0.935	0.928	0.919	0.000	0.050	0.113	0.000	0.000
2006	0.050	-0.051	0.632	0.623	0.642	0.653	0.648	0.652	0.667	0.683	0.672	0.690	0.696	0.706	0.775	0.818	0.857	0.879	0.897	0.915	0.929	0.935	0.950	0.960	0.969	0.973	0.982	0.989	1.000	0.989	0.977	0.963	0.957	0.948	0.941	0.934	0.000	0.159	0.151	0.000	0.000
2007	0.058	-0.039	0.634	0.628	0.644	0.657	0.648	0.651	0.666	0.680	0.673	0.689	0.696	0.705	0.774	0.823	0.861	0.883	0.902	0.915	0.929	0.935	0.947	0.954	0.964	0.967	0.973	0.980	0.989	1.000	0.988	0.975	0.967	0.957	0.950	0.946	0.000	0.203	0.211	0.000	0.000
2008	0.054	-0.038	0.653	0.645	0.662	0.677	0.670	0.671	0.685	0.699	0.692	0.705	0.709	0.720	0.787	0.823	0.858	0.879	0.897	0.907	0.920	0.927	0.937	0.944	0.952	0.954	0.957	0.964	0.977	0.988	1.000	0.985	0.978	0.972	0.968	0.962	0.000	0.306	0.330	0.000	0.000
2009	0.062	-0.023	0.622	0.614	0.632	0.646	0.645	0.640	0.653	0.665	0.659	0.676	0.674	0.690	0.754	0.793	0.830	0.854	0.874	0.883	0.898	0.905	0.915	0.923	0.933	0.934	0.938	0.948	0.963	0.975	0.985	1.000	0.990	0.985	0.980	0.972	0.000	0.347	0.355	0.054	0.054
2010	0.068	-0.046	0.614	0.609	0.628	0.642	0.639	0.633	0.653	0.663	0.657	0.677	0.676	0.693	0.753	0.784	0.821	0.844	0.865	0.874	0.888	0.898	0.910	0.919	0.927	0.927	0.932	0.945	0.957	0.967	0.978	0.990	1.000	0.991	0.982	0.972	0.000	0.201	0.250	0.152	0.152
2011	0.049	-0.060	0.599	0.595	0.613	0.627	0.631	0.623	0.640	0.650	0.643	0.661	0.661	0.680	0.743	0.774	0.811	0.836	0.858	0.870	0.885	0.894	0.906	0.912	0.919	0.919	0.925	0.935	0.948	0.957	0.972	0.985	0.991	1.000	0.992	0.981	0.000	0.186	0.247	0.000	0.000
2012	0.029	-0.063	0.586	0.580	0.599	0.615	0.616	0.611	0.630	0.639	0.632	0.648	0.650	0.668	0.727	0.759	0.797	0.824	0.847	0.860	0.880	0.889	0.901	0.908	0.913	0.912	0.919	0.928	0.941	0.950	0.968	0.980	0.982	0.992	1.000	0.988	0.000	0.239	0.234	0.000	0.000
2013	0.004	-0.079	0.600	0.596	0.611	0.626	0.623	0.619	0.640	0.650	0.644	0.655	0.661	0.677	0.734	0.764	0.798	0.827	0.846	0.856	0.876	0.885	0.897	0.901	0.907	0.904	0.911	0.919	0.934	0.946	0.962	0.972	0.972	0.981	0.988	1.000	0.000	0.306	0.309	0.000	0.000
Coverage	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.689	0.625	0.000	0.000
AreaName	0.992	0.454	0.246	0.314	0.302	0.227	0.307	0.208	0.219	0.157	0.216	0.317	0.099	0.116	0.213	0.170	0.145	0.008	0.109	0.212	0.147	0.127	0.072	0.000	0.050	0.098	0.053	0.050	0.159	0.203	0.306	0.347	0.201	0.186	0.239	0.306	0.689	1.000	0.957	0.951	0.951
RegName	0.949	0.947	0.176	0.271	0.270	0.177	0.219	0.151	0.137	0.114	0.189	0.238	0.000	0.000	0.164	0.118	0.163	0.074	0.169	0.206	0.155	0.153	0.152	0.201	0.152	0.151	0.115	0.113	0.151	0.211	0.330	0.355	0.250	0.247	0.234	0.309	0.625	0.957	1.000	0.934	0.934
DEV	0.806	0.116	0.053	0.120	0.126	0.000	0.090	0.000	0.077	0.182	0.196	0.196	0.101	0.045	0.045	0.088	0.020	0.000	0.000	0.000	0.014	0.157	0.097	0.000	0.000	0.022	0.083	0.000	0.000	0.000	0.000	0.054	0.152	0.000	0.000	0.000	0.000	0.951	0.934	1.000	0.986
DevName	0.806	0.116	0.053	0.120	0.126	0.000	0.090	0.000	0.077	0.182	0.196	0.196	0.101	0.045	0.045	0.088	0.020	0.000	0.000	0.000	0.014	0.157	0.097	0.000	0.000	0.022	0.083	0.000	0.000	0.000	0.000	0.054	0.152	0.000	0.000	0.000	0.000	0.951	0.934	0.986	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Type	Coverage	OdName	AREA	AreaName	REG	RegName	DEV	DevName	1980	1981	1982	1983	1984	1985	1986	1987	1988	1989	1990	1991	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013
0	Immigrants	Foreigners	Afghanistan	935	Asia	5501	Southern Asia	902	Developing regions	16	39	39	47	71	340	496	741	828	1076	1028	1378	1170	713	858	1537	2212	2555	1999	2395	3326	4067	3697	3479	2978	3436	3009	2652	2111	1746	1758	2203	2635	2004
1	Immigrants	Foreigners	Albania	908	Europe	925	Southern Europe	901	Developed regions	1	0	0	0	0	0	1	2	2	3	3	21	56	96	71	63	113	307	574	1264	1816	1602	1021	853	1450	1223	856	702	560	716	561	539	620	603
2	Immigrants	Foreigners	Algeria	903	Africa	912	Northern Africa	902	Developing regions	80	67	71	69	63	44	69	132	242	434	491	872	795	717	595	1106	2054	1842	2292	2389	2867	3418	3406	3072	3616	3626	4807	3623	4005	5393	4752	4325	3774	4331
3	Immigrants	Foreigners	American Samoa	909	Oceania	957	Polynesia	902	Developing regions	0	1	0	0	0	0	0	1	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
4	Immigrants	Foreigners	Andorra	908	Europe	925	Southern Europe	901	Developed regions	0	0	0	0	0	0	2	0	0	0	3	0	1	0	0	0	0	0	2	0	0	1	0	2	0	0	1	1	0	0	0	0	1	1
5	Immigrants	Foreigners	Angola	903	Africa	911	Middle Africa	902	Developing regions	1	3	6	6	4	3	5	5	11	6	8	23	26	22	8	26	38	27	58	49	70	169	168	165	268	295	184	106	76	62	61	39	70	45
6	Immigrants	Foreigners	Antigua and Barbuda	904	Latin America and the Caribbean	915	Caribbean	902	Developing regions	0	0	0	0	42	52	51	61	34	51	31	59	61	44	18	23	21	27	19	12	13	25	17	25	14	24	32	15	32	38	27	37	51	25
7	Immigrants	Foreigners	Argentina	904	Latin America and the Caribbean	931	South America	902	Developing regions	368	426	626	241	237	196	213	519	374	538	678	763	1023	1022	366	380	396	391	349	318	427	635	865	1745	1591	1153	847	620	540	467	459	278	263	282
8	Immigrants	Foreigners	Armenia	935	Asia	922	Western Asia	902	Developing regions	0	0	0	0	0	0	0	0	0	0	0	0	22	21	66	75	102	115	89	112	124	87	132	153	147	224	218	198	205	267	252	236	258	207
9	Immigrants	Foreigners	Australia	909	Oceania	927	Australia and New Zealand	901	Developed regions	702	639	484	317	317	319	356	467	410	553	620	640	734	886	702	668	699	623	479	523	599	799	747	876	930	909	875	1033	1018	1018	933	851	982	1121

	Type	Coverage	OdName	AREA	AreaName	REG	RegName	DEV	DevName	1980	1981	1982	1983	1984	1985	1986	1987	1988	1989	1990	1991	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013
185	Immigrants	Foreigners	United States of America	905	Northern America	905	Northern America	901	Developed regions	9378	10030	9074	7100	6661	6543	7074	7705	6469	6790	5892	6054	6842	7435	5901	4890	5515	4753	4437	5196	5433	5604	4948	5543	6990	8394	9613	9463	10190	8995	8142	7676	7891	8501
186	Immigrants	Foreigners	Uruguay	904	Latin America and the Caribbean	931	South America	902	Developing regions	128	132	146	105	90	92	137	269	99	144	111	229	299	437	125	164	171	117	87	93	75	64	91	103	130	217	175	147	160	99	93	81	47	58
187	Immigrants	Foreigners	Uzbekistan	935	Asia	5500	Central Asia	902	Developing regions	0	0	0	0	0	0	0	0	0	0	0	0	12	44	33	34	58	75	97	106	101	102	144	155	175	330	262	284	215	288	289	162	235	167
188	Immigrants	Foreigners	Vanuatu	909	Oceania	928	Melanesia	902	Developing regions	0	0	0	0	0	0	0	0	0	0	1	0	4	0	0	0	0	0	0	0	0	1	0	1	1	1	1	0	0	1	0	0	0	0
189	Immigrants	Foreigners	Venezuela (Bolivarian Republic of)	904	Latin America and the Caribbean	931	South America	902	Developing regions	103	117	174	124	142	165	179	229	279	304	344	487	610	490	334	402	520	686	489	464	443	560	524	699	1224	1211	1192	1335	1239	1353	998	1452	1373	1022
190	Immigrants	Foreigners	Viet Nam	935	Asia	920	South-Eastern Asia	902	Developing regions	1191	1829	2162	3404	7583	5907	2741	1406	1411	3004	3801	5870	5416	6547	5105	3723	2462	1752	1631	1419	1803	2117	2291	1713	1816	1852	3153	2574	1784	2171	1942	1723	1731	2112
191	Immigrants	Foreigners	Western Sahara	903	Africa	912	Northern Africa	902	Developing regions	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
192	Immigrants	Foreigners	Yemen	935	Asia	922	Western Asia	902	Developing regions	1	2	1	6	0	18	7	12	7	18	4	18	41	41	39	73	144	121	141	134	122	181	171	113	124	161	140	122	133	128	211	160	174	217
193	Immigrants	Foreigners	Zambia	903	Africa	910	Eastern Africa	902	Developing regions	11	17	11	7	16	9	15	23	44	68	77	69	73	46	51	41	34	72	34	51	39	78	50	46	56	91	77	71	64	60	102	69	46	59
194	Immigrants	Foreigners	Zimbabwe	903	Africa	910	Eastern Africa	902	Developing regions	72	114	102	44	32	29	43	68	99	187	129	94	61	72	78	58	39	44	43	49	98	110	191	669	1450	615	454	663	611	508	494	434	437	407

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks